On the possibility of conditional adversarial networks for multi-sensor image matching. - Nina Merkle; Peter Fischer 002; Stefan Auer; Rupert Müller (IGARSS, 2017)

Exploiting Deep Matching and SAR Data for the Geo-Localization Accuracy Improvement of Optical Satellite Images. - Nina Merkle; Wenjie Luo 002; Stefan Auer; Rupert Müller; Raquel Urtasun (Remote. Sens., 2017)

Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks. - Corentin Henry; Seyed Majid Azimi; Nina Merkle (IEEE Geosci. Remote. Sens. Lett., 2018)

Exploring the Potential of Conditional Adversarial Networks for Optical and SAR Image Matching. - Nina Merkle; Stefan Auer; Rupert Müller; Peter Reinartz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Geo-localization Refinement of Optical Satellite Images by Embedding Synthetic Aperture Radar Data in Novel Deep Learning Frameworks - Nina Merkle (2018)

Deep Learning for SAR-Optical Image Matching. - Lloyd Haydn Hughes; Nina Merkle; Tatjana Bürgmann; Stefan Auer; Michael Schmitt 003 (IGARSS, 2019)

Semantic Vehicle Segmentation in Very High Resolution Multispectral Aerial Images Using Deep Neural Networks. - Nina Merkle; Seyed Majid Azimi; Sebastian Pless; Franz Kurz (IGARSS, 2019)

3D Semantic Segmentation from Multi-View Optical Satellite Images. - Pablo d'Angelo; Ksenia Bittner; Thomas Krauß; Peter Reinartz; Daniele Cerra; Seyed Majid Azimi; Nina Merkle; Jiaojiao Tian; Stefan Auer; Miguel Pato; Raquel de los Reyes; Xiangyu Zhuo (IGARSS, 2019)

SAR-to-Optical Image Translation Based on Conditional Generative Adversarial Networks - Optimization, Opportunities and Limits. - Mario Fuentes Reyes; Stefan Auer; Nina Merkle; Corentin Henry; Michael Schmitt 003 (Remote. Sens., 2019)

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1. - Daniele Cerra; Nina Merkle; Corentin Henry; Kevin Alonso 001; Pablo d'Angelo; Stefan Auer; Reza Bahmanyar; Xiangtian Yuan; Ksenia Bittner; Maximilian Langheinrich; Guichen Zhang; Miguel Pato; et al. (IGARSS, 2020)

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2. - Daniele Cerra; Nina Merkle; Corentin Henry; Kevin Alonso 001; Pablo d'Angelo; Stefan Auer; Reza Bahmanyar; Xiangtian Yuan; Ksenia Bittner; Maximilian Langheinrich; Guichen Zhang; Miguel Pato; et al. (IGARSS, 2020)

User-driven flood response & monitoring information - Key findings of the Data4Human project. - Anne Schneibel; Nina Merkle; Marc Wieland; Konstanze Lechner; Seyemajid Azimi; Fabian Henkel; Corentin Henry; Ralph Kiefl; Xiangtian Yuan; Monika Gähler (GHTC, 2022)

Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. - Nina Merkle; Reza Bahmanyar; Corentin Henry; Seyed Majid Azimi; Xiangtian Yuan; Simon Schopferer; Veronika Gstaiger; Stefan Auer; Anne Schneibel; Marc Wieland; Thomas Kraft (ICCV (Workshops), 2023)

Satellite Image Augmentation Via Seamless Instance Blending For Building Damage Segmentation. - Sebastian Gapp; Nina Merkle; Corentin Henry (IGARSS, 2023)

AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods. - Marc Wieland; Nina Merkle; Anne Schneibel; Corentin Henry; Konstanze Lechner; Xiangtian Yuan; Seyed Majid Azimi; Veronika Gstaiger; Sandro Martinis (IGARSS, 2023)

User Optimized Provision of Conflict Related Satellite- and Geoinformation - Ukraine Case Study. - Anne Schneibel; Thomas Esch; Peter Friedl; Sebastian Gapp; Corentin Henry; Mattia Marconcini; Nina Merkle; Annekatrin Metz-Marconcini; Anna Orthofer; Konstanze Lechner (IGARSS, 2024)